AI-Driven Price Optimization

osop_version: "1.0"
id: "price-optimization"
name: "AI-Driven Price Optimization"
description: "Competitor scraper feeds demand prediction, elasticity modeling, and pricing engine."

nodes:
  - id: "scrape_competitors"
    type: "agent"
    subtype: "worker"
    name: "Competitor Price Scraper"
    description: "Crawl competitor sites and marketplaces, extract current prices for SKU set."
    timeout_sec: 120

  - id: "demand_prediction"
    type: "agent"
    subtype: "llm"
    name: "Demand Prediction Agent"
    description: "Forecast 7-day demand per SKU using sales history and competitor prices."

  - id: "elasticity_model"
    type: "agent"
    subtype: "llm"
    name: "Elasticity Model Agent"
    description: "Compute price elasticity curves per product category from historical data."

  - id: "pricing_engine"
    type: "agent"
    subtype: "llm"
    name: "Pricing Engine"
    description: "Optimize price points to maximize margin subject to volume constraints."

  - id: "apply_prices"
    type: "api"
    name: "Apply Prices"
    description: "Push updated prices to POS system and e-commerce platform via API."

edges:
  - from: "scrape_competitors"
    to: "demand_prediction"
    mode: "sequential"
  - from: "scrape_competitors"
    to: "elasticity_model"
    mode: "parallel"
  - from: "demand_prediction"
    to: "pricing_engine"
    mode: "sequential"
  - from: "elasticity_model"
    to: "pricing_engine"
    mode: "parallel"
  - from: "pricing_engine"
    to: "apply_prices"
    mode: "sequential"